Jannik Kossen
10 papers · 2020–2025 · 4 conferences · across top CS/AI conferences
Achievements
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π Interdisciplinary Bridge π§ Keyword Pioneer π Cross-Pollinator (9) πΊοΈ Taxonomy Completionist (22) π£ Hot Topic Early Bird
π
Conference Polyglot
(4)
π
Academic Marathon
(5)
π
Keyword Champion
π
Century Club
(10)
π₯
Unstoppable
(6)
Conferences
NIPS (5)
ICLR (2)
ICML (2)
EMNLP (1)
Top co-authors
Keywords
hallucination detection
(3)
large language model
(3)
acquisition strategy
(2)
model evaluation
(2)
active learning
(2)
self-attention mechanism
(1)
bayesian inference
(1)
image retrieval
(1)
hyperparameter optimization
(1)
uncertainty quantification
(1)
in-context learning
(1)
bayesian model
(1)
uncertainty sampling
(1)
posterior predictive
(1)
semantic similarity
(1)
generative model
(1)
hidden state
(1)
acquisition function
(1)
non-parametric model
(1)
language model
(1)
Papers
Rethinking Aleatoric and Epistemic Uncertainty
ICML 2025
Simple Factuality Probes Detect Hallucinations in Long-Form Natural Language Generation
EMNLP 2025
In-Context Learning Learns Label Relationships but Is Not Conventional Learning
ICLR 2024
Kernel Language Entropy: Fine-grained Uncertainty Quantification for LLMs from Semantic Similarities
NIPS 2024
Estimating the Hallucination Rate of Generative AI
NIPS 2024
Three Towers: Flexible Contrastive Learning with Pretrained Image Models
NIPS 2023
Active Surrogate Estimators: An Active Learning Approach to Label-Efficient Model Evaluation
NIPS 2022
Active Testing: Sample-Efficient Model Evaluation
ICML 2021
Self-Attention Between Datapoints: Going Beyond Individual Input-Output Pairs in Deep Learning
NIPS 2021
Structured Object-Aware Physics Prediction for Video Modeling and Planning
ICLR 2020